7/14/2023 0 Comments Pydev plugin for eclipsePeople who already work with PyDev will probably not learn anything new. The group of readers I address is either ML-interested folks for whom Eclipse is a new environment or people as me who know Eclipse but not the PyDev plugin. I do this for an Opensuse Leap system, but a transfer to other Linux distributions should be simple. In this article I address the steps to setup Eclipse/PyDev in such a way that both points are covered. But how to use Python’s matplotlib in my Opensuse/KDE/Eclipse environment? Browser based “Jupyter notebooks” make the use of graphics easy by using browser capabilities. Quite often the results of ML/AI-experiments need to be represented in a graphical way.How to use “virtualenv” within PyDev and its Python specific console? For projects a so called “virtual” Python environment is useful, which encapsulates a defined mix of Python and library versions. After a basic setup I stumbled across two problems: A Jupyter notebook serves one purpose, a Python IDE a supplemental one.Ī natural choice for an IDE based on opensource tools is Eclipse with PyDev. I think that in the end Python code must be organized in a more systematic way than during experiments with Jupyter notebooks. However, as soon as I started with more complex program variations I began missing an IDE. The named books recommend using “Jupyter notebooks” – and I must say, Jupyter environments are fun to use. Chollet’s “Deep learning with Python and Keras” one understands quickly: You do not learn by reading, but by doing experiments.įor me this meant to both improve my basic Python knowledge and to set up a reasonable working environment on my Linux workstation (with Opensuse Leap Linux and KDE). Geron’s Machine Learning with SciKit-Learn & TensorFlow” or F. When you enter the field of machine learning and Artificial Intelligence there is no way around Python.
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